High dimensional geological data

Geology data is known to have high dimension. Rock properties, hydraulic properties, etc. The dataset would likely having many variables (columns) and samples (rows).

Then how do you know which variables or sets of variable that have stronger role to the samples?

You can use “pcaMethods” R package.
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